{"id":19704860,"url":"https://github.com/shrikantnaidu/data-science-roadmap","last_synced_at":"2025-07-11T10:07:34.156Z","repository":{"id":118816907,"uuid":"256509277","full_name":"shrikantnaidu/Data-Science-Roadmap","owner":"shrikantnaidu","description":"My Roadmap to Data Science","archived":false,"fork":false,"pushed_at":"2025-01-30T18:57:54.000Z","size":6703,"stargazers_count":7,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-29T14:38:09.202Z","etag":null,"topics":["certificates","courses","data-science","deep-learning","machine-learning","python","roadmap"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/shrikantnaidu.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-04-17T13:23:30.000Z","updated_at":"2025-01-30T18:57:58.000Z","dependencies_parsed_at":null,"dependency_job_id":"261e8473-91ff-40e4-9dff-4fb4873e2b04","html_url":"https://github.com/shrikantnaidu/Data-Science-Roadmap","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/shrikantnaidu/Data-Science-Roadmap","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shrikantnaidu%2FData-Science-Roadmap","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shrikantnaidu%2FData-Science-Roadmap/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shrikantnaidu%2FData-Science-Roadmap/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shrikantnaidu%2FData-Science-Roadmap/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/shrikantnaidu","download_url":"https://codeload.github.com/shrikantnaidu/Data-Science-Roadmap/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shrikantnaidu%2FData-Science-Roadmap/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264781135,"owners_count":23662794,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["certificates","courses","data-science","deep-learning","machine-learning","python","roadmap"],"created_at":"2024-11-11T21:24:49.026Z","updated_at":"2025-07-11T10:07:34.147Z","avatar_url":"https://github.com/shrikantnaidu.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Data Science Roadmap\n\n\u003cp align=\"center\"\u003e \n\u003cimg src=\"image/images.jpg\" height = 200)\u003e\n\u003c/p\u003e\n\nMy roadmap to study Data Science.\n\n### Data Science Foundation Courses\n| Title | Credential |\n| :---: | --- | \n| Python for Data Science | [IBM](https://www.youracclaim.com/badges/cb131a9f-5c1e-42af-828c-2df4fa1637ad/linked_in_profile) | \n| Data Science Foundations - Level 1 | [IBM](https://www.youracclaim.com/badges/581e9040-23aa-49eb-ad48-742257e5e584/linked_in_profile)  |\n| Data Science Foundations - Level 2  | [IBM](https://www.youracclaim.com/badges/63145b04-10e9-4024-9fc8-8c5b4ab2da5b/linked_in_profile) |\n| Applied Data Science with Python - Level 2 | [IBM](https://www.youracclaim.com/badges/e4052b79-8edc-4382-91a5-dc60e3fe563b/linked_in_profile) |\n\n### Data Science Certification\n| Title | Credential |\n| :---: | --- | \n| Data Science Masters Program | [GreyAtom](https://home.greyatom.com/settings/profile/certificate/4a5c66c4-0396-4c68-8c18-8eb61ffcc3f6)\n\n\n### Udacity Nanodegrees\n| Title | Credential |\n| :---: | --- | \n| Deep Learning Nanodegree | [Udacity](https://graduation.udacity.com/confirm/GPJ63YNV)\n| Data Engineering Nanodegree | [Udacity](https://confirm.udacity.com/M6A3WUU5)\n\n\n### Machine learning and Deep Learning Courses\n| Title | Credential |\n| :---: | --- | \n| Introduction to Machine Learning | [Kaggle](https://www.kaggle.com/learn/certification/shrikantnaidu/intro-to-machine-learning) |\n| Intermediate Machine Learning | [Kaggle](https://www.kaggle.com/learn/certification/shrikantnaidu/intermediate-machine-learning) |\n| Feature Engineering | [Kaggle](https://www.kaggle.com/learn/certification/shrikantnaidu/feature-engineering) |\n| Natural Language Processing | [Kaggle](https://www.kaggle.com/learn/certification/shrikantnaidu/natural-language-processing) | \n| Machine Learning with PySpark | [DataCamp](https://www.datacamp.com/statement-of-accomplishment/course/7c0c2d634c5a61c40ef3e8f88f74636bbee9af4e) |\n| Deep Learning Fundamentals | [IBM](https://courses.cognitiveclass.ai/certificates/2106577eb2c748889b9034ee1d70312f) |\n| Deep Learning | [Kaggle](https://www.kaggle.com/learn/certification/shrikantnaidu/deep-learning) |\n| Introduction to Deep Learning with Keras | [DataCamp](https://www.datacamp.com/statement-of-accomplishment/course/4d5620f08ebd82acbbf1ac363161d49c87ba856d) |\n| Introduction to TensorFlow in Python | [DataCamp](https://www.datacamp.com/statement-of-accomplishment/course/7800476b38442499b5a7f8228e8a6e2d4722359f) |\n| AWS Machine Learning Foundation | [Udacity](https://github.com/shrikantnaidu/Data-Science-Roadmap/blob/master/Certificates/Udacity/Udacity_AWS_ML.pdf) |\n| Using TensorFlow with AWS SageMaker | [Coursera](https://coursera.org/share/378fec600b92161dd3f2ffefab828519) |\n| Transfer Learning for NLP with TensorFlow Hub | [Coursera](https://coursera.org/share/68bcda12450042a0a1fb1a81b0bbcd61) |\n| Fine Tune BERT for Text Classification with TensorFlow | [Coursera](https://coursera.org/share/17f27b556454d83517c3c9186d152a25) |\n| Tweet Emotion Recognition with TensorFlow | [Coursera](https://coursera.org/share/992651de7ed3275588b81eefe4a0a286) |\n| Machine Learning Pipelines with Azure ML Studio | [Coursera](https://coursera.org/share/025e678e40a7eb105344038d7487e949) |\n\n### MLOps and Generative AI Courses\n| Title | Credential |\n| :---: | --- | \n| W\u0026B 101 | [Weights \u0026 Biases](https://www.credential.net/5cea3768-3512-4bd5-b4fa-9afab5078bcb) |\n| W\u0026B Effective MLOps - Model Development | [Weights \u0026 Biases](https://www.credential.net/c1cb6b53-9099-4e70-ba28-5670344cf728) | \n| Train \u0026 Fine-Tune LLMs for Production | [Activeloop](https://learn.activeloop.ai/certificates/uk9gsxboqe) |\n| LangChain \u0026 Vector Databases in Production | [Activeloop](https://learn.activeloop.ai/certificates/ov6hztpilu) |\n\n### SQL Courses\n| Title | Credential |\n| :---: | --- | \n| Introduction to SQL | [Kaggle](https://www.kaggle.com/learn/certification/shrikantnaidu/intro-to-sql) |\n| Advance SQL | [Kaggle](https://www.kaggle.com/learn/certification/shrikantnaidu/advanced-sql) |\n\n### NoSQL Courses\n| Title | Credential |\n| :---: | --- | \n| MongoDB Basics| [MongoDB University](http://university.mongodb.com/course_completion/1a649722-2bbe-4a12-9047-e8b9a3a1cffe) |\n| MongoDB for Python Developers | [MongoDB University](https://university.mongodb.com/course_completion/625c8004-7bb7-4f7c-a112-e830434636c5) |\n\n### DevOps Courses\n| Title | Credential |\n| :---: | --- | \n| DevOps for Data Scientists | [LinkedIn](https://github.com/shrikantnaidu/Data-Science-Roadmap/blob/master/Certificates/LinkedIn%20Learning/CertificateOfCompletion_Devops%20For%20Data%20Scientists.pdf) |\n| Docker for Data Scientists | [LinkedIn](https://github.com/shrikantnaidu/Data-Science-Roadmap/blob/master/Certificates/LinkedIn%20Learning/CertificateOfCompletion_Docker%20For%20Data%20Scientists.pdf) |\n\n### Analytics Courses\n| Title | Credential |\n| :---: | --- | \n| Google Analytics for Beginners | [Google](https://analytics.google.com/analytics/academy/certificate/rzJmdu7ZTtuhKmVVlkIu4Q) |\n| Advanced Google Analytics | [Google](https://analytics.google.com/analytics/academy/certificate/bMYlNMT4Tb2H8GZZNNevjg) |\n\n### Project Management Courses\n| Title | Credential |\n| :---: | --- | \n| Introduction to Project Management with ClickUp | [Coursera](https://coursera.org/share/824d20cd33bb9bfe14834c4af4d040d2) | \n| Business Analysis \u0026 Process Management | [Coursera](https://coursera.org/share/ccd15581aceed679bcb72adef40fa764) | \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshrikantnaidu%2Fdata-science-roadmap","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshrikantnaidu%2Fdata-science-roadmap","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshrikantnaidu%2Fdata-science-roadmap/lists"}